Document Details
Hdinsight Use Hive
This page contains Windows bias
About This Page
This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.
Bias Analysis
Detected Bias Types
windows_tools
windows_first
powershell_heavy
Summary
The documentation page demonstrates some Windows bias by listing Windows-specific tools (Visual Studio, PowerShell) as distinct options for interacting with Hive, and by mentioning Windows tools before their Linux equivalents in several places. The inclusion of PowerShell and Visual Studio as dedicated sections, while Linux/Unix/macOS users are directed to more generic or cross-platform tools, may give the impression of Windows being a primary or preferred platform. Additionally, SQL Server Integration Services (SSIS) is highlighted for scheduling Hive jobs, which is a Windows-centric tool, and is described before Apache Oozie, a cross-platform alternative.
Recommendations
- Ensure that Linux and macOS tools are given equal prominence and are listed before or alongside Windows tools, rather than after.
- Provide Linux-specific examples or highlight Linux-native tools (such as command-line Hive, Bash scripting, or integration with cron for scheduling) where Windows tools (PowerShell, Visual Studio) are mentioned.
- Expand documentation for cross-platform and browser-based tools, such as Hive View and Beeline, with example workflows for Linux/macOS users.
- When discussing scheduling, introduce Apache Oozie and other cross-platform solutions before Windows-centric options like SSIS.
- Add explicit Linux command-line examples for common Hive operations, including connecting, running queries, and scheduling jobs.
- Review and balance the order of tool presentation to avoid implying Windows is the default or preferred environment.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 00:00 | #250 | in_progress |
Biased
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| 2026-01-13 00:00 | #246 | completed |
Biased
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| 2026-01-11 00:00 | #240 | completed |
Biased
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| 2026-01-10 00:00 | #237 | completed |
Biased
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| 2026-01-09 00:34 | #234 | completed |
Biased
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| 2026-01-08 00:53 | #231 | completed |
Biased
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| 2026-01-06 18:15 | #225 | cancelled |
 Clean
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| 2025-08-17 00:01 | #83 | cancelled |
Clean
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| 2025-07-13 21:37 | #48 | completed |
Biased
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| 2025-07-12 23:44 | #41 | cancelled |
Biased
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